CMU-SAFARI / Pythia

A customizable hardware prefetching framework using online reinforcement learning as described in the MICRO 2021 paper by Bera et al. (https://arxiv.org/pdf/2109.12021.pdf).

Date Created 2021-07-31 (3 years ago)

Commits 47 (last one 6 months ago)

Stargazers 117 (0 this week)

Watchers 9 (0 this week)

Forks 37

License mit

Ranking

RepositoryStats indexes 584,353 repositories, of these CMU-SAFARI/Pythia is ranked #261,174 (55th percentile) for total stargazers, and #224,040 for total watchers. Github reports the primary language for this repository as C++, for repositories using this language it is ranked #14,725/31,270.

CMU-SAFARI/Pythia is also tagged with popular topics, for these it's ranked: machine-learning (#4,357/7926), reinforcement-learning (#678/1309)

Other Information

CMU-SAFARI/Pythia has Github issues enabled, there are 2 open issues and 7 closed issues.

There have been 5 releases, the latest one was published on 2021-09-22 (3 years ago) with the name v1.3.

Homepage URL: https://arxiv.org/pdf/2109.12021.pdf

All Topics

prefetcher champsim-tracer branch-predictor machine-learning cache-replacement microarchitecture champsim-simulator computer-architecture reinforcement-learning

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7 commits on the default branch (master) since jan '22

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The primary language is C++ but there's also others...

updated: 2024-11-17 @ 11:38pm, id: 391432956 / R_kgDOF1TK_A